Quality check 03, List blocks in block groups split by community districts
Satya Golla and Steve Simon
Created 2023-03-30
This program lists blocks within block groups that only partially intersect with community districts.
Load relevant files
# Important abbreviations:
# bg = block group
# bl = block
# cd = community district
# co = county
# nbd=neighborhood
# tr = tract
library(glue)
library(magrittr)
library(sf)## Linking to GEOS 3.9.1, GDAL 3.2.1, PROJ 7.2.1; sf_use_s2() is TRUElibrary(tidyverse)## -- Attaching packages --------------------------------------- tidyverse 1.3.1 --## v ggplot2 3.3.5 v purrr 0.3.4
## v tibble 3.1.6 v dplyr 1.0.8
## v tidyr 1.2.0 v stringr 1.4.0
## v readr 2.1.2 v forcats 0.5.1## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x tidyr::extract() masks magrittr::extract()
## x dplyr::filter() masks stats::filter()
## x dplyr::lag() masks stats::lag()
## x purrr::set_names() masks magrittr::set_names()library(dplyr)
path_name <- "../data/"
terse <- FALSEconditional_glimpse <- function(x) {
if (terse) return(invisible())
cat("\n\n")
cat(deparse(substitute(x)))
cat("\n\n")
glimpse(x)
cat("\n\n")
return(invisible())
}
test1 <- data.frame(x=1:3, y=4:6)
conditional_glimpse(test1)##
##
## test1
##
## Rows: 3
## Columns: 2
## $ x <int> 1, 2, 3
## $ y <int> 4, 5, 6Test acs download
library(tidycensus)## Warning: package 'tidycensus' was built under R version 4.1.3county_list <- c(
"Johnson",
"Leavenworth",
"Wyandotte",
"Cass",
"Clay",
"Jackson",
"Platte")
state_list <- rep(c("KS", "MO"), c(3,4))
vlist <- c("B01001_003", "B01001_027")
load_variables(2020, "acs5", cache = TRUE) %>%
filter(name %in% vlist)## # A tibble: 2 x 3
## name label concept
## <chr> <chr> <chr>
## 1 B01001_003 Estimate!!Total:!!Male:!!Under 5 years SEX BY AGE
## 2 B01001_027 Estimate!!Total:!!Female:!!Under 5 years SEX BY AGEacs_children <- NULL
for (i in 1:7) {
acs1 <- get_acs(
geography = "cbg",
variables = vlist,
state=state_list[i],
county=county_list[i],
year = 2020)
acs_children <- rbind(acs_children, acs1)
}## Getting data from the 2016-2020 5-year ACS
## Getting data from the 2016-2020 5-year ACS
## Getting data from the 2016-2020 5-year ACS
## Getting data from the 2016-2020 5-year ACS
## Getting data from the 2016-2020 5-year ACS
## Getting data from the 2016-2020 5-year ACS
## Getting data from the 2016-2020 5-year ACSglimpse(acs_children)## Rows: 3,368
## Columns: 5
## $ GEOID <chr> "200910500001", "200910500001", "200910500002", "200910500002~
## $ NAME <chr> "Block Group 1, Census Tract 500, Johnson County, Kansas", "B~
## $ variable <chr> "B01001_003", "B01001_027", "B01001_003", "B01001_027", "B010~
## $ estimate <dbl> 0, 50, 21, 18, 28, 14, 36, 8, 19, 0, 30, 106, 46, 150, 34, 52~
## $ moe <dbl> 11, 49, 15, 17, 16, 11, 22, 9, 25, 11, 30, 79, 58, 110, 32, 6~acs_children %<>%
group_by(GEOID) %>%
summarize(estimate=sum(estimate)) %>%
rename(bg_id=GEOID)
glimpse(acs_children)## Rows: 1,684
## Columns: 2
## $ bg_id <chr> "200910500001", "200910500002", "200910500003", "200910500004~
## $ estimate <dbl> 50, 39, 42, 44, 19, 136, 196, 86, 65, 87, 38, 133, 150, 64, 1~Contents of bg
load(glue("{path_name}bg.RData"))
conditional_glimpse(bg)##
##
## bg
##
## Rows: 1,684
## Columns: 4
## $ bg_id <chr> "201039819003", "201030714004", "201030711041", "201030712051~
## $ bg_name <chr> "Block Group 3", "Block Group 4", "Block Group 1", "Block Gro~
## $ bg_area <dbl> 984975.5, 36602869.0, 18313082.5, 26007918.3, 11448660.8, 243~
## $ geometry <POLYGON [°]> POLYGON ((-94.94756 39.3373..., POLYGON ((-95.18756 3~Contents of bl
load(glue("{path_name}bl.RData"))
conditional_glimpse(bl)##
##
## bl
##
## Rows: 39,903
## Columns: 4
## $ bl_id <chr> "200910518012010", "200910514003006", "200910515002005", "200~
## $ bl_name <chr> "Block 2010", "Block 3006", "Block 2005", "Block 1009", "Bloc~
## $ bl_area <dbl> 38500.823, 51711.677, 104537.047, 73933.762, 95854.528, 19934~
## $ geometry <POLYGON [°]> POLYGON ((-94.64213 38.9774..., POLYGON ((-94.63966 3~Contents of cd
load(glue("{path_name}cd.RData"))
conditional_glimpse(cd)##
##
## cd
##
## Rows: 59
## Columns: 4
## $ cd_id <dbl> 106, 108, 113, 102, 129, 116, 114, 101, 105, 103, 107, 109, 1~
## $ cd_name <chr> "East Side", "Old Northeast", "Greater Downtown", "Blue Valle~
## $ cd_area <dbl> 281713850, 118237219, 181920811, 216842678, 412671242, 264282~
## $ geometry <POLYGON [°]> POLYGON ((-94.52337 39.0941..., POLYGON ((-94.50777 3~Contents of co
load(glue("{path_name}co.RData"))
conditional_glimpse(co)##
##
## co
##
## Rows: 220
## Columns: 19
## $ STATEFP <chr> "29", "29", "20", "20", "20", "29", "29", "20", "20", "29", "~
## $ COUNTYFP <chr> "083", "011", "073", "043", "157", "103", "117", "039", "147"~
## $ COUNTYNS <chr> "00758496", "00758460", "00485003", "00484991", "00485042", "~
## $ GEOID <chr> "29083", "29011", "20073", "20043", "20157", "29103", "29117"~
## $ NAME <chr> "Henry", "Barton", "Greenwood", "Doniphan", "Republic", "Knox~
## $ NAMELSAD <chr> "Henry County", "Barton County", "Greenwood County", "Donipha~
## $ LSAD <chr> "06", "06", "06", "06", "06", "06", "06", "06", "06", "06", "~
## $ CLASSFP <chr> "H1", "H1", "H1", "H1", "H1", "H1", "H1", "H1", "H1", "H1", "~
## $ MTFCC <chr> "G4020", "G4020", "G4020", "G4020", "G4020", "G4020", "G4020"~
## $ CSAFP <chr> NA, NA, NA, "312", NA, NA, NA, NA, NA, "312", NA, NA, NA, NA,~
## $ CBSAFP <chr> NA, NA, NA, "41140", NA, NA, NA, NA, NA, "47660", NA, "21380"~
## $ METDIVFP <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
## $ FUNCSTAT <chr> "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "~
## $ ALAND <dbl> 1805054746, 1533351028, 2961143636, 1019105691, 1857998463, 1~
## $ AWATER <dbl> 91657543, 12152201, 24145021, 12424174, 7951912, 7307094, 161~
## $ INTPTLAT <chr> "+38.3864909", "+37.5007989", "+37.8793472", "+39.7885021", "~
## $ INTPTLON <chr> "-093.7926278", "-094.3440893", "-096.2417321", "-095.1472253~
## $ geometry <MULTIPOLYGON [°]> MULTIPOLYGON (((-93.51565 3..., MULTIPOLYGON (((~
## $ label <chr> "Henry", "Barton", "Greenwood", "Doniphan", "Republic", "Knox~Contents of cd-intersections
load(glue("{path_name}cd-intersections.RData"))
conditional_glimpse(bg_cd_intersection)##
##
## bg_cd_intersection
##
## Rows: 1,236
## Columns: 3
## $ bg_id <chr> "290950161001", "290950166002", "290950060001", "2909500340~
## $ cd_id <dbl> 106, 106, 106, 106, 106, 106, 106, 106, 106, 106, 106, 106,~
## $ bg_prop_in <dbl> 0.8919314491, 1.0000000000, 1.0000000000, 1.0000000000, 0.3~conditional_glimpse(bl_cd_intersection)##
##
## bl_cd_intersection
##
## Rows: 15,748
## Columns: 5
## $ tr_id <chr> "29095002300", "29095006300", "29095002200", "29095002200",~
## $ bg_id <chr> "290950023002", "290950063002", "290950022003", "2909500220~
## $ bl_id <chr> "290950023002014", "290950063002017", "290950022003001", "2~
## $ cd_id <dbl> 106, 106, 106, 106, 106, 106, 106, 106, 106, 106, 106, 106,~
## $ bl_prop_in <dbl> 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 0.997, 0.001, 0.0~Contents of cd-weights
load(glue("{path_name}cd-weights.RData"))
conditional_glimpse(bg_counts)##
##
## bg_counts
##
## Rows: 1,236
## Columns: 6
## Groups: bg_id [776]
## $ bg_id <chr> "200910500001", "200910500002", "200910500003", "20091050100~
## $ cd_id <dbl> 209, 209, 209, 209, 211, 209, 211, 211, 112, 112, 112, 111, ~
## $ people_in <dbl> 1, 2, 0, 0, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, ~
## $ units_in <dbl> 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ~
## $ people <dbl> 744, 695, 751, 1313, 1313, 1196, 643, 630, 778, 961, 1210, 9~
## $ units <dbl> 341, 311, 377, 648, 648, 549, 315, 444, 287, 335, 461, 430, ~conditional_glimpse(bg_list)##
##
## bg_list
##
## chr [1:776] "290950161001" "290950166002" "290950060001" "290950034004" ...conditional_glimpse(bl_counts)##
##
## bl_counts
##
## Rows: 41,220
## Columns: 6
## $ bg_id <chr> "290950023002", "290950063002", "290950022003", "29095002200~
## $ bl_id <chr> "290950023002014", "290950063002017", "290950022003001", "29~
## $ cd_id <dbl> 106, 106, 106, 106, 106, 106, 106, 106, 106, 106, 106, 106, ~
## $ prop_in <dbl> 1.000000000, 1.000000000, 1.000000000, 1.000000000, 1.000000~
## $ people_in <dbl> 62, 0, 22, 26, 42, 49, 43, 0, 0, 20, 5, 56, 58, 48, 47, 13, ~
## $ units_in <dbl> 18, 0, 9, 18, 22, 22, 14, 0, 0, 10, 4, 12, 19, 24, 28, 4, 48~conditional_glimpse(bl_list)##
##
## bl_list
##
## Rows: 17,547
## Columns: 2
## $ bg_id <chr> "200910533013", "200910533024", "200910533024", "200910534291", ~
## $ bl_id <chr> "200910533013008", "200910533024013", "200910533024008", "200910~Contents of red
load(glue("{path_name}red.RData"))
conditional_glimpse(red)##
##
## red
##
## Rows: 39,903
## Columns: 4
## $ bg_id <chr> "200910500001", "200910500001", "200910500001", "200910500001",~
## $ bl_id <chr> "200910500001000", "200910500001001", "200910500001002", "20091~
## $ people <dbl> 52, 47, 51, 58, 138, 68, 35, 81, 39, 37, 35, 51, 52, 106, 45, 8~
## $ units <dbl> 33, 29, 27, 26, 70, 34, 18, 28, 12, 11, 15, 17, 21, 49, 20, 39,~Subset co to seven counties
clist <- c(
"20091",
"20103",
"20209",
"29037",
"29047",
"29095",
"29165")
co %>%
filter(GEOID %in% clist) -> co
conditional_glimpse(co)##
##
## co
##
## Rows: 7
## Columns: 19
## $ STATEFP <chr> "29", "29", "20", "20", "29", "29", "20"
## $ COUNTYFP <chr> "037", "165", "091", "209", "095", "047", "103"
## $ COUNTYNS <chr> "00758473", "00758537", "00485010", "00485065", "00758502", "~
## $ GEOID <chr> "29037", "29165", "20091", "20209", "29095", "29047", "20103"
## $ NAME <chr> "Cass", "Platte", "Johnson", "Wyandotte", "Jackson", "Clay", ~
## $ NAMELSAD <chr> "Cass County", "Platte County", "Johnson County", "Wyandotte ~
## $ LSAD <chr> "06", "06", "06", "06", "06", "06", "06"
## $ CLASSFP <chr> "H1", "H1", "H1", "H6", "H1", "H1", "H1"
## $ MTFCC <chr> "G4020", "G4020", "G4020", "G4020", "G4020", "G4020", "G4020"
## $ CSAFP <chr> "312", "312", "312", "312", "312", "312", "312"
## $ CBSAFP <chr> "28140", "28140", "28140", "28140", "28140", "28140", "28140"
## $ METDIVFP <chr> NA, NA, NA, NA, NA, NA, NA
## $ FUNCSTAT <chr> "A", "A", "A", "C", "A", "A", "A"
## $ ALAND <dbl> 1804223313, 1087283058, 1226679688, 392739381, 1565698757, 10~
## $ AWATER <dbl> 14963188, 16949451, 16319024, 11801597, 30621016, 28508804, 1~
## $ INTPTLAT <chr> "+38.6464737", "+39.3786900", "+38.8839065", "+39.1153842", "~
## $ INTPTLON <chr> "-094.3545467", "-094.7614765", "-094.8223295", "-094.7630866~
## $ geometry <MULTIPOLYGON [°]> MULTIPOLYGON (((-94.11966 3..., MULTIPOLYGON (((-94.65596 3..~
## $ label <chr> "Cass", "Platte", "Johnson", "Wyandotte", "Jackson", "Clay", ~Get id values for all community districts
cd %>%
tibble %>%
distinct(cd_id) %>%
arrange(cd_id) %>%
pull(cd_id) -> cd_listHigh level view
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data## Warning: attribute variables are assumed to be spatially constant throughout all
## geometries
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data## Blocks inside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950161001012 100 17 0 17 0
## 2 290950161001007 100 0 0 0 0
## 3 290950161001008 100 0 0 0 0
## 4 290950161001009 100 0 0 0 0
## 5 290950161001010 100 0 0 0 0
## 6 290950161001011 100 0 0 0 0
## 7 290950161001013 100 0 0 0 0
## 8 290950161001014 98 0 0 0 0
## 9 290950161001015 95 0 0 0 0
## 10 290950161001028 44 0 0 0 0
## 11 290950161001032 17 0 0 0 0
##
## Blocks outside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950161001006 1 62 60 0 0
## 2 290950161001016 1 0 0 0 0
## 3 290950161001029 1 0 0 0 0
## 4 290950161001025 0 11 1 0 0
## 5 290950161001017 0 0 0 0 0
## 6 290950161001018 0 0 0 0 0
## 7 290950161001034 0 0 0 0 0
## 8 290950161001019 0 166 88 0 0
## 9 290950161001039 0 76 61 0 0
## 10 290950161001004 0 64 57 0 0
## 11 290950161001005 0 33 26 0 0
## 12 290950161001045 0 29 12 0 0
## 13 290950161001041 0 28 11 0 0
## 14 290950161001042 0 28 12 0 0
## 15 290950161001048 0 28 13 0 0
## 16 290950161001043 0 25 12 0 0
## 17 290950161001054 0 19 11 0 0
## 18 290950161001046 0 18 17 0 0
## 19 290950161001044 0 16 10 0 0
## 20 290950161001030 0 14 4 0 0
## 21 290950161001051 0 13 5 0 0
## 22 290950161001052 0 12 6 0 0
## 23 290950161001038 0 11 1 0 0
## 24 290950161001040 0 11 1 0 0
## 25 290950161001058 0 11 4 0 0
## 26 290950161001056 0 10 1 0 0
## 27 290950161001049 0 8 6 0 0
## 28 290950161001050 0 7 8 0 0
## 29 290950161001031 0 6 8 0 0
## 30 290950161001057 0 6 3 0 0
## 31 290950161001026 0 2 1 0 0
## 32 290950161001000 0 0 0 0 0
## 33 290950161001001 0 0 0 0 0
## 34 290950161001002 0 0 0 0 0
## 35 290950161001003 0 0 0 0 0
## 36 290950161001020 0 0 0 0 0
## 37 290950161001021 0 0 0 0 0
## 38 290950161001022 0 0 0 0 0
## 39 290950161001023 0 0 0 0 0
## 40 290950161001024 0 0 0 0 0
## 41 290950161001027 0 0 0 0 0
## 42 290950161001033 0 0 0 0 0
## 43 290950161001035 0 0 0 0 0
## 44 290950161001036 0 0 0 0 0
## 45 290950161001037 0 0 0 0 0
## 46 290950161001047 0 0 0 0 0
## 47 290950161001053 0 0 0 0 0
## 48 290950161001055 0 0 0 0 0
##
## Totals
##
## people_in units_in people units
## 1 17 0 731 439
##
## Cross check
##
## people_in units_in people units
## 1 17 0 731 439## Warning: attribute variables are assumed to be spatially constant throughout all
## geometries
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Blocks inside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950161002029 100 0 0 0 0
## 2 290950161002030 100 0 0 0 0
## 3 290950161002031 100 0 0 0 0
## 4 290950161002032 100 0 0 0 0
## 5 290950161002033 100 0 0 0 0
## 6 290950161002034 100 0 0 0 0
## 7 290950161002035 100 0 0 0 0
## 8 290950161002036 100 0 0 0 0
## 9 290950161002037 100 0 0 0 0
## 10 290950161002038 100 0 0 0 0
## 11 290950161002039 100 0 0 0 0
## 12 290950161002040 100 0 0 0 0
## 13 290950161002041 100 0 0 0 0
## 14 290950161002042 100 0 0 0 0
## 15 290950161002043 100 0 0 0 0
## 16 290950161002044 100 0 0 0 0
## 17 290950161002045 100 0 0 0 0
## 18 290950161002046 100 0 0 0 0
## 19 290950161002064 100 0 0 0 0
## 20 290950161002065 100 0 0 0 0
## 21 290950161002066 100 0 0 0 0
## 22 290950161002067 100 0 0 0 0
## 23 290950161002068 100 0 0 0 0
## 24 290950161002063 97 0 0 0 0
##
## Blocks outside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950161002028 1 0 0 0 0
## 2 290950161002047 1 0 0 0 0
## 3 290950161002057 0 129 0 0 0
## 4 290950161002012 0 113 48 0 0
## 5 290950161002053 0 105 144 0 0
## 6 290950161002059 0 90 74 0 0
## 7 290950161002060 0 86 88 0 0
## 8 290950161002011 0 74 21 0 0
## 9 290950161002007 0 70 59 0 0
## 10 290950161002058 0 67 50 0 0
## 11 290950161002001 0 61 37 0 0
## 12 290950161002071 0 55 47 0 0
## 13 290950161002054 0 42 41 0 0
## 14 290950161002072 0 36 40 0 0
## 15 290950161002052 0 33 40 0 0
## 16 290950161002002 0 28 13 0 0
## 17 290950161002000 0 27 21 0 0
## 18 290950161002010 0 27 11 0 0
## 19 290950161002069 0 27 25 0 0
## 20 290950161002003 0 26 19 0 0
## 21 290950161002004 0 21 23 0 0
## 22 290950161002005 0 15 3 0 0
## 23 290950161002013 0 12 2 0 0
## 24 290950161002019 0 11 3 0 0
## 25 290950161002014 0 8 2 0 0
## 26 290950161002006 0 4 9 0 0
## 27 290950161002056 0 4 1 0 0
## 28 290950161002008 0 3 2 0 0
## 29 290950161002018 0 1 1 0 0
## 30 290950161002009 0 0 0 0 0
## 31 290950161002015 0 0 0 0 0
## 32 290950161002016 0 0 0 0 0
## 33 290950161002017 0 0 0 0 0
## 34 290950161002020 0 0 0 0 0
## 35 290950161002021 0 0 0 0 0
## 36 290950161002022 0 0 0 0 0
## 37 290950161002023 0 0 0 0 0
## 38 290950161002024 0 0 0 0 0
## 39 290950161002025 0 0 0 0 0
## 40 290950161002026 0 0 0 0 0
## 41 290950161002027 0 0 0 0 0
## 42 290950161002048 0 0 0 0 0
## 43 290950161002049 0 0 0 0 0
## 44 290950161002050 0 0 0 0 0
## 45 290950161002051 0 0 0 0 0
## 46 290950161002055 0 0 0 0 0
## 47 290950161002061 0 0 0 0 0
## 48 290950161002062 0 0 0 0 0
## 49 290950161002070 0 0 0 0 0
## 50 290950161002073 0 0 0 0 0
##
## Totals
##
## people_in units_in people units
## 1 0 0 1175 824
##
## Cross check
##
## people_in units_in people units
## 1 0 0 1175 824
##
##
## bg2
##
## Rows: 44
## Columns: 13
## $ bg_id <chr> "290950153001", "290950152001", "290950158002", "29095015900~
## $ bg_name <chr> "Block Group 1", "Block Group 1", "Block Group 2", "Block Gr~
## $ bg_area <dbl> 739852.5, 366703.0, 694293.6, 201916.6, 1182302.6, 1182302.6~
## $ ab <chr> "0153001", "0152001", "0158002", "0159001", "0161001", "0161~
## $ cd_id <dbl> 113, 113, 113, 113, 106, 113, 113, 114, 202, 210, 108, 113, ~
## $ people_in <dbl> 1304, 1499, 570, 762, 714, 17, 344, 0, 0, 0, 0, 827, 0, 496,~
## $ units_in <dbl> 585, 1252, 335, 615, 439, 0, 488, 0, 0, 0, 0, 351, 0, 373, 6~
## $ people <dbl> 1304, 1499, 570, 762, 731, 731, 344, 344, 344, 344, 827, 827~
## $ units <dbl> 585, 1252, 335, 615, 439, 439, 488, 488, 488, 488, 351, 351,~
## $ w_p <dbl> 1.00, 1.00, 1.00, 1.00, 0.98, 0.02, 1.00, 0.00, 0.00, 0.00, ~
## $ w_u <dbl> 1.00, 1.00, 1.00, 1.00, 1.00, 0.00, 1.00, 0.00, 0.00, 0.00, ~
## $ estimate <dbl> 117, 34, 0, 53, 98, 98, 0, 0, 0, 0, 73, 73, 73, 0, 7, 7, 0, ~
## $ geometry <POLYGON [°]> POLYGON ((-94.60322 39.0863..., POLYGON ((-94.58614 ~## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): attribute variables are
## assumed to be spatially constant throughout all geometries
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data## Blocks inside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950145013006 100 3 1 3 1
## 2 290950145013005 99 5 2 5 2
##
## Blocks outside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950145013003 1 336 169 3 2
## 2 290950145013000 0 185 133 0 0
## 3 290950145013001 0 82 51 0 0
## 4 290950145013004 0 71 50 0 0
## 5 290950145013002 0 45 34 0 0
## 6 290950145013007 0 16 6 0 0
##
## Totals
##
## people_in units_in people units
## 1 11 5 743 446
##
## Cross check
##
## people_in units_in people units
## 1 11 5 743 446## Warning: attribute variables are assumed to be spatially constant throughout all
## geometries
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Blocks inside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950143002000 100 339 115 339 115
## 2 290950143002013 100 305 60 305 60
## 3 290950143002015 100 107 35 107 35
## 4 290950143002017 100 90 27 90 27
## 5 290950143002041 100 63 21 63 21
## 6 290950143002016 100 62 15 62 15
## 7 290950143002001 100 52 18 52 18
## 8 290950143002009 100 39 8 39 8
## 9 290950143002040 100 37 17 37 17
## 10 290950143002025 100 30 11 30 11
## 11 290950143002004 100 22 3 22 3
## 12 290950143002002 100 18 4 18 4
## 13 290950143002007 100 18 3 18 3
## 14 290950143002031 100 15 3 15 3
## 15 290950143002005 100 14 6 14 6
## 16 290950143002008 100 11 1 11 1
## 17 290950143002003 100 0 0 0 0
## 18 290950143002006 100 0 0 0 0
## 19 290950143002010 100 0 0 0 0
## 20 290950143002011 100 0 0 0 0
## 21 290950143002012 100 0 0 0 0
## 22 290950143002026 100 0 0 0 0
## 23 290950143002027 100 0 0 0 0
## 24 290950143002029 100 0 0 0 0
## 25 290950143002030 100 0 0 0 0
## 26 290950143002032 100 0 0 0 0
## 27 290950143002033 100 0 0 0 0
## 28 290950143002038 100 0 0 0 0
## 29 290950143002022 97 17 4 16 4
## 30 290950143002014 95 0 0 0 0
##
## Blocks outside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950143002021 10 0 0 0 0
## 2 290950143002020 5 0 0 0 0
## 3 290950143002035 4 0 0 0 0
## 4 290950143002037 3 0 0 0 0
## 5 290950143002018 1 7 1 0 0
## 6 290950143002036 1 0 0 0 0
## 7 290950143002039 0 10 3 0 0
## 8 290950143002028 0 4 1 0 0
## 9 290950143002019 0 0 0 0 0
## 10 290950143002034 0 0 0 0 0
## 11 290950143002023 0 14 12 0 0
## 12 290950143002024 0 0 0 0 0
## 13 290950143002042 0 0 0 0 0
## 14 290950143002043 0 0 0 0 0
##
## Totals
##
## people_in units_in people units
## 1 1238 351 1274 368
##
## Cross check
##
## people_in units_in people units
## 1 1238 351 1274 368
##
##
## bg2
##
## Rows: 11
## Columns: 13
## $ bg_id <chr> "290950143001", "290950176003", "290950176002", "29095017600~
## $ bg_name <chr> "Block Group 1", "Block Group 3", "Block Group 2", "Block Gr~
## $ bg_area <dbl> 3040094.1, 327738.2, 1075728.5, 7075242.8, 7075242.8, 125833~
## $ ab <chr> "0143001", "0176003", "0176002", "0176004", "0176004", "0143~
## $ cd_id <dbl> 129, 129, 129, 128, 129, 129, 129, 129, 128, 129, 129
## $ people_in <dbl> 1881, 774, 1169, 0, 958, 929, 1390, 11, 0, 1238, 2195
## $ units_in <dbl> 752, 338, 465, 0, 433, 427, 669, 5, 0, 351, 843
## $ people <dbl> 1888, 775, 1169, 963, 963, 931, 1390, 743, 1274, 1274, 2211
## $ units <dbl> 755, 339, 465, 433, 433, 429, 669, 446, 368, 368, 850
## $ w_p <dbl> 1.00, 1.00, 1.00, 0.00, 0.99, 1.00, 1.00, 0.01, 0.00, 0.97, ~
## $ w_u <dbl> 1.00, 1.00, 1.00, 0.00, 1.00, 1.00, 1.00, 0.01, 0.00, 0.95, ~
## $ estimate <dbl> 148, 20, 69, 40, 40, 68, 65, 13, 54, 54, 111
## $ geometry <POLYGON [°]> POLYGON ((-94.43065 39.0133..., POLYGON ((-94.44412 39.0089.~## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): attribute variables are
## assumed to be spatially constant throughout all geometries
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Blocks inside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950074001011 100 389 0 389 0
## 2 290950074001021 100 79 33 79 33
## 3 290950074001028 100 77 25 77 25
## 4 290950074001032 100 77 21 77 21
## 5 290950074001033 100 68 39 68 39
## 6 290950074001031 100 65 30 65 30
## 7 290950074001034 100 58 19 58 19
## 8 290950074001030 100 55 19 55 19
## 9 290950074001020 100 53 24 53 24
## 10 290950074001022 100 52 23 52 23
## 11 290950074001017 100 43 3 43 3
## 12 290950074001019 100 39 16 39 16
## 13 290950074001025 100 33 11 33 11
## 14 290950074001027 100 28 10 28 10
## 15 290950074001029 100 23 8 23 8
## 16 290950074001026 100 20 10 20 10
## 17 290950074001014 100 11 1 11 1
## 18 290950074001018 100 11 1 11 1
## 19 290950074001012 100 3 1 3 1
## 20 290950074001004 100 0 0 0 0
## 21 290950074001005 100 0 0 0 0
## 22 290950074001009 100 0 0 0 0
## 23 290950074001010 100 0 0 0 0
## 24 290950074001013 100 0 0 0 0
## 25 290950074001015 100 0 0 0 0
## 26 290950074001016 100 0 0 0 0
## 27 290950074001023 100 0 0 0 0
## 28 290950074001024 100 0 0 0 0
## 29 290950074001003 99 0 0 0 0
##
## Blocks outside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950074001000 0 19 11 0 0
## 2 290950074001006 0 11 2 0 0
## 3 290950074001007 0 19 11 0 0
## 4 290950074001008 0 15 6 0 0
## 5 290950074001002 0 3 3 0 0
## 6 290950074001001 0 0 0 0 0
##
## Totals
##
## people_in units_in people units
## 1 1184 294 1251 327
##
## Cross check
##
## people_in units_in people units
## 1 1184 294 1251 327
##
##
## bg2
##
## Rows: 28
## Columns: 13
## $ bg_id <chr> "290950073011", "290950073011", "290950073011", "29095008600~
## $ bg_name <chr> "Block Group 1", "Block Group 1", "Block Group 1", "Block Gr~
## $ bg_area <dbl> 81990.19, 81990.19, 81990.19, 309428.90, 309428.90, 310148.4~
## $ ab <chr> "0073011", "0073011", "0073011", "0086005", "0086005", "0086~
## $ cd_id <dbl> 103, 107, 112, 103, 112, 103, 112, 103, 103, 107, 103, 112, ~
## $ people_in <dbl> 991, 6, 1, 765, 0, 832, 0, 742, 1184, 67, 1114, 2, 955, 0, 6~
## $ units_in <dbl> 783, 5, 1, 339, 0, 341, 0, 370, 294, 33, 813, 2, 372, 0, 372~
## $ people <dbl> 999, 999, 999, 765, 765, 832, 832, 742, 1251, 1251, 1116, 11~
## $ units <dbl> 789, 789, 789, 339, 339, 341, 341, 370, 327, 327, 815, 815, ~
## $ w_p <dbl> 0.99, 0.01, 0.00, 1.00, 0.00, 1.00, 0.00, 1.00, 0.95, 0.05, ~
## $ w_u <dbl> 0.99, 0.01, 0.00, 1.00, 0.00, 1.00, 0.00, 1.00, 0.90, 0.10, ~
## $ estimate <dbl> 26, 26, 26, 0, 0, 38, 38, 85, 66, 66, 0, 0, 14, 14, 95, 117,~
## $ geometry <POLYGON [°]> POLYGON ((-94.59171 39.0389..., POLYGON ((-94.59171 ~## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): attribute variables are
## assumed to be spatially constant throughout all geometries
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data## Blocks inside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950073021010 100 428 437 428 437
## 2 290950073021005 100 242 188 242 188
## 3 290950073021009 100 94 84 94 84
## 4 290950073021011 100 39 33 39 33
## 5 290950073021006 100 32 18 32 18
## 6 290950073021001 100 12 2 12 2
## 7 290950073021000 100 0 0 0 0
## 8 290950073021002 100 0 0 0 0
## 9 290950073021003 100 0 0 0 0
## 10 290950073021004 100 0 0 0 0
## 11 290950073021007 100 0 0 0 0
## 12 290950073021008 100 0 0 0 0
##
## Blocks outside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950073021012 2 0 0 0 0
## 2 290950073021013 2 0 0 0 0
## 3 290950073021014 0 0 0 0 0
## 4 290950073021015 0 0 0 0 0
## 5 290950073021016 0 0 0 0 0
##
## Totals
##
## people_in units_in people units
## 1 847 762 847 762
##
## Cross check
##
## people_in units_in people units
## 1 847 762 847 762## Warning: attribute variables are assumed to be spatially constant throughout all
## geometries
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Blocks inside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950074001000 100 19 11 19 11
## 2 290950074001007 100 19 11 19 11
## 3 290950074001008 100 15 6 15 6
## 4 290950074001006 100 11 2 11 2
## 5 290950074001002 100 3 3 3 3
## 6 290950074001001 100 0 0 0 0
##
## Blocks outside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950074001003 1 0 0 0 0
## 2 290950074001005 0 0 0 0 0
## 3 290950074001011 0 389 0 0 0
## 4 290950074001021 0 79 33 0 0
## 5 290950074001028 0 77 25 0 0
## 6 290950074001032 0 77 21 0 0
## 7 290950074001033 0 68 39 0 0
## 8 290950074001031 0 65 30 0 0
## 9 290950074001034 0 58 19 0 0
## 10 290950074001030 0 55 19 0 0
## 11 290950074001020 0 53 24 0 0
## 12 290950074001022 0 52 23 0 0
## 13 290950074001017 0 43 3 0 0
## 14 290950074001019 0 39 16 0 0
## 15 290950074001025 0 33 11 0 0
## 16 290950074001027 0 28 10 0 0
## 17 290950074001029 0 23 8 0 0
## 18 290950074001026 0 20 10 0 0
## 19 290950074001014 0 11 1 0 0
## 20 290950074001018 0 11 1 0 0
## 21 290950074001012 0 3 1 0 0
## 22 290950074001004 0 0 0 0 0
## 23 290950074001009 0 0 0 0 0
## 24 290950074001010 0 0 0 0 0
## 25 290950074001013 0 0 0 0 0
## 26 290950074001015 0 0 0 0 0
## 27 290950074001016 0 0 0 0 0
## 28 290950074001023 0 0 0 0 0
## 29 290950074001024 0 0 0 0 0
##
## Totals
##
## people_in units_in people units
## 1 67 33 1251 327
##
## Cross check
##
## people_in units_in people units
## 1 67 33 1251 327
##
##
## bg2
##
## Rows: 50
## Columns: 13
## $ bg_id <chr> "290950071002", "290950071002", "290950051001", "29095006700~
## $ bg_name <chr> "Block Group 2", "Block Group 2", "Block Group 1", "Block Gr~
## $ bg_area <dbl> 231417.4, 231417.4, 524342.2, 325562.6, 375436.5, 406618.2, ~
## $ ab <chr> "0071002", "0071002", "0051001", "0067002", "0168011", "0178~
## $ cd_id <dbl> 107, 209, 107, 107, 107, 107, 113, 107, 107, 209, 107, 107, ~
## $ people_in <dbl> 845, 0, 872, 898, 678, 814, 0, 923, 709, 0, 1003, 847, 0, 97~
## $ units_in <dbl> 515, 0, 444, 590, 504, 464, 0, 638, 530, 0, 810, 762, 0, 686~
## $ people <dbl> 846, 846, 872, 898, 678, 814, 814, 923, 709, 709, 1003, 847,~
## $ units <dbl> 516, 516, 444, 590, 504, 464, 464, 638, 530, 530, 810, 762, ~
## $ w_p <dbl> 1, 0, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 0, 1, 1, 0, 1, 1, 0, 1, ~
## $ w_u <dbl> 1, 0, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 0, 1, 1, 0, 1, 1, 0, 1, ~
## $ estimate <dbl> 14, 14, 13, 23, 3, 58, 58, 123, 0, 0, 0, 13, 13, 34, 0, 0, 0~
## $ geometry <POLYGON [°]> POLYGON ((-94.6074 39.04299..., POLYGON ((-94.6074 3~## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): attribute variables are
## assumed to be spatially constant throughout all geometries
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Blocks inside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950096003000 100 0 0 0 0
## 2 290950096003001 100 0 0 0 0
## 3 290950096003002 100 0 0 0 0
## 4 290950096003005 100 0 0 0 0
## 5 290950096003006 100 0 0 0 0
## 6 290950096003004 98 0 0 0 0
## 7 290950096003007 96 0 0 0 0
## 8 290950096003003 95 0 0 0 0
## 9 290950096003008 44 0 0 0 0
## 10 290950096003009 43 0 0 0 0
##
## Blocks outside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950096003010 0 0 0 0 0
## 2 290950096003011 0 0 0 0 0
## 3 290950096003012 0 0 0 0 0
## 4 290950096003013 0 0 0 0 0
## 5 290950096003014 0 0 0 0 0
## 6 290950096003015 0 0 0 0 0
## 7 290950096003016 0 0 0 0 0
## 8 290950096003017 0 0 0 0 0
## 9 290950096003018 0 0 0 0 0
## 10 290950096003019 0 0 0 0 0
## 11 290950096003020 0 0 0 0 0
## 12 290950096003021 0 0 0 0 0
## 13 290950096003022 0 0 0 0 0
## 14 290950096003023 0 0 0 0 0
## 15 290950096003024 0 0 0 0 0
## 16 290950096003025 0 0 0 0 0
## 17 290950096003026 0 0 0 0 0
## 18 290950096003027 0 0 0 0 0
## 19 290950096003028 0 0 0 0 0
## 20 290950096003029 0 0 0 0 0
##
## Totals
##
## people_in units_in people units
## 1 0 0 0 0
##
## Cross check
##
## people_in units_in people units
## 1 0 0 0 0
##
##
## bg2
##
## Rows: 14
## Columns: 13
## $ bg_id <chr> "290959801011", "290959801011", "290959801011", "29095980101~
## $ bg_name <chr> "Block Group 1", "Block Group 1", "Block Group 1", "Block Gr~
## $ bg_area <dbl> 6780470, 6780470, 6780470, 6780470, 5122721, 5122721, 512272~
## $ ab <chr> "9801011", "9801011", "9801011", "9801011", "0172003", "0172~
## $ cd_id <dbl> 101, 105, 109, 110, 101, 110, 125, 126, 101, 105, 110, 109, ~
## $ people_in <dbl> 0, 0, 0, 3, 0, 540, 0, 0, 0, 3, 1061, 0, 0, 0
## $ units_in <dbl> 0, 0, 0, 2, 0, 352, 0, 0, 0, 2, 524, 0, 0, 0
## $ people <dbl> 3, 3, 3, 3, 540, 540, 540, 540, 1064, 1064, 1064, 0, 0, 0
## $ units <dbl> 2, 2, 2, 2, 352, 352, 352, 352, 526, 526, 526, 0, 0, 0
## $ w_p <dbl> 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, NaN, NaN, NaN
## $ w_u <dbl> 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, NaN, NaN, NaN
## $ estimate <dbl> 0, 0, 0, 0, 76, 76, 76, 76, 52, 52, 52, 0, 0, 0
## $ geometry <POLYGON [°]> POLYGON ((-94.54252 39.0057..., POLYGON ((-94.54252 39.0057.~## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data## Warning: Removed 3 rows containing missing values (geom_text).
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data## Warning: attribute variables are assumed to be spatially constant throughout all
## geometries
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Blocks inside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950073021014 100 0 0 0 0
## 2 290950073021015 100 0 0 0 0
## 3 290950073021016 100 0 0 0 0
## 4 290950073021012 98 0 0 0 0
## 5 290950073021013 98 0 0 0 0
##
## Blocks outside cd
##
## bl_id prop_in people units people_in units_in
## 1 290950073021010 0 428 437 0 0
## 2 290950073021005 0 242 188 0 0
## 3 290950073021009 0 94 84 0 0
## 4 290950073021011 0 39 33 0 0
## 5 290950073021006 0 32 18 0 0
## 6 290950073021001 0 12 2 0 0
## 7 290950073021000 0 0 0 0 0
## 8 290950073021002 0 0 0 0 0
## 9 290950073021003 0 0 0 0 0
## 10 290950073021004 0 0 0 0 0
## 11 290950073021007 0 0 0 0 0
## 12 290950073021008 0 0 0 0 0
##
## Totals
##
## people_in units_in people units
## 1 0 0 847 762
##
## Cross check
##
## people_in units_in people units
## 1 0 0 847 762
##
##
## bg2
##
## Rows: 12
## Columns: 13
## $ bg_id <chr> "290950073021", "290950073021", "290950085004", "29095007200~
## $ bg_name <chr> "Block Group 1", "Block Group 1", "Block Group 4", "Block Gr~
## $ bg_area <dbl> 226719.1, 226719.1, 524300.8, 1331657.8, 1331657.8, 1331657.~
## $ ab <chr> "0073021", "0073021", "0085004", "0072001", "0072001", "0072~
## $ cd_id <dbl> 107, 112, 112, 103, 107, 112, 112, 112, 112, 112, 112, 112
## $ people_in <dbl> 847, 0, 990, 0, 0, 766, 775, 1279, 687, 766, 1130, 746
## $ units_in <dbl> 762, 0, 348, 0, 0, 359, 253, 496, 264, 339, 438, 291
## $ people <dbl> 847, 847, 990, 767, 767, 767, 775, 1279, 687, 766, 1130, 746
## $ units <dbl> 762, 762, 348, 359, 359, 359, 253, 496, 264, 339, 438, 291
## $ w_p <dbl> 1, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1
## $ w_u <dbl> 1, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1
## $ estimate <dbl> 13, 13, 109, 16, 16, 16, 18, 117, 67, 92, 109, 56
## $ geometry <POLYGON [°]> POLYGON ((-94.59873 39.0388..., POLYGON ((-94.59873 39.0388.~## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): attribute variables are
## assumed to be spatially constant throughout all geometries
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data## Blocks inside cd
##
## bl_id prop_in people units people_in units_in
## 1 290470203004008 100 213 99 213 99
## 2 290470203004014 100 182 95 182 95
## 3 290470203004006 100 142 54 142 54
## 4 290470203004009 100 79 26 79 26
## 5 290470203004010 100 65 16 65 16
## 6 290470203004015 100 65 44 65 44
## 7 290470203004000 100 48 23 48 23
## 8 290470203004011 100 40 16 40 16
## 9 290470203004024 100 10 2 10 2
## 10 290470203004007 100 0 0 0 0
## 11 290470203004012 100 0 0 0 0
## 12 290470203004022 100 0 0 0 0
## 13 290470203004023 100 0 0 0 0
## 14 290470203004013 99 330 185 328 184
## 15 290470203004001 99 50 13 49 13
## 16 290470203004002 99 41 13 41 13
##
## Blocks outside cd
##
## bl_id prop_in people units people_in units_in
## 1 290470203004016 1 73 38 1 0
## 2 290470203004004 1 64 22 1 0
## 3 290470203004003 0 7 4 0 0
## 4 290470203004018 0 61 27 0 0
## 5 290470203004005 0 42 13 0 0
## 6 290470203004019 0 34 14 0 0
## 7 290470203004017 0 33 14 0 0
## 8 290470203004021 0 33 11 0 0
## 9 290470203004020 0 24 12 0 0
##
## Totals
##
## people_in units_in people units
## 1 1264 585 1636 741
##
## Cross check
##
## people_in units_in people units
## 1 1264 585 1636 741## Warning: attribute variables are assumed to be spatially constant throughout all
## geometries
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Blocks inside cd
##
## bl_id prop_in people units people_in units_in
## 1 290470209021014 100 442 214 442 214
## 2 290470209021009 100 199 95 198 95
## 3 290470209021023 100 82 34 82 34
## 4 290470209021012 100 67 22 67 22
## 5 290470209021010 100 65 25 65 25
## 6 290470209021025 100 60 54 60 54
## 7 290470209021017 100 57 21 57 21
## 8 290470209021011 100 52 23 52 23
## 9 290470209021013 100 47 18 47 18
## 10 290470209021015 100 31 9 31 9
## 11 290470209021016 100 25 13 25 13
## 12 290470209021024 100 18 8 18 8
## 13 290470209021026 100 0 0 0 0
## 14 290470209021018 99 55 23 54 23
## 15 290470209021001 97 0 0 0 0
## 16 290470209021000 96 0 0 0 0
##
## Blocks outside cd
##
## bl_id prop_in people units people_in units_in
## 1 290470209021002 1 155 61 2 1
## 2 290470209021022 0 6 3 0 0
## 3 290470209021019 0 76 35 0 0
## 4 290470209021021 0 48 20 0 0
## 5 290470209021020 0 45 22 0 0
## 6 290470209021003 0 41 17 0 0
## 7 290470209021004 0 0 0 0 0
## 8 290470209021005 0 0 0 0 0
## 9 290470209021006 0 0 0 0 0
## 10 290470209021007 0 0 0 0 0
## 11 290470209021008 0 0 0 0 0
##
## Totals
##
## people_in units_in people units
## 1 1200 560 1571 717
##
## Cross check
##
## people_in units_in people units
## 1 1200 560 1571 717
##
##
## bg2
##
## Rows: 19
## Columns: 13
## $ bg_id <chr> "290470209015", "290470203002", "290470203004", "29047020300~
## $ bg_name <chr> "Block Group 5", "Block Group 2", "Block Group 4", "Block Gr~
## $ bg_area <dbl> 1286304.4, 936571.5, 2436892.8, 2436892.8, 994463.9, 994463.~
## $ ab <chr> "0209015", "0203002", "0203004", "0203004", "0209011", "0209~
## $ cd_id <dbl> 119, 119, 119, 120, 119, 122, 119, 119, 119, 119, 122, 119, ~
## $ people_in <dbl> 1333, 1776, 1264, 2, 1117, 3, 1525, 671, 988, 1200, 0, 991, ~
## $ units_in <dbl> 667, 721, 585, 1, 388, 1, 640, 390, 486, 560, 0, 386, 535, 4~
## $ people <dbl> 1339, 1776, 1636, 1636, 1129, 1129, 1525, 674, 988, 1571, 15~
## $ units <dbl> 671, 721, 741, 741, 392, 392, 640, 391, 486, 717, 717, 386, ~
## $ w_p <dbl> 1.00, 1.00, 0.77, 0.00, 0.99, 0.00, 1.00, 1.00, 1.00, 0.76, ~
## $ w_u <dbl> 0.99, 1.00, 0.79, 0.00, 0.99, 0.00, 1.00, 1.00, 1.00, 0.78, ~
## $ estimate <dbl> 253, 237, 179, 179, 89, 89, 65, 64, 14, 64, 64, 139, 187, 14~
## $ geometry <POLYGON [°]> POLYGON ((-94.54883 39.1869..., POLYGON ((-94.56736 ~## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data
## Warning in st_point_on_surface.sfc(sf::st_zm(x)): st_point_on_surface may not
## give correct results for longitude/latitude data